Data mining may generate thousands of patterns: Not all of them are interesting

Suggested approach: Human-centered, query-based, focused mining

Interestingness measures

A pattern is interesting if it is easily understood by humans, valid on new or test data with some degree of certainty , potentially useful , novel, or validates some hypothesis that a user seeks to confirm